A benchmark and comparison of active learning for logistic regression.
Yazhou YangMarco LoogPublished in: Pattern Recognit. (2018)
Keyphrases
- logistic regression
- active learning
- email spam filtering
- decision trees
- predictive power
- credit scoring
- support vector
- chi square
- loss function
- fold cross validation
- generalized linear models
- semi supervised
- odds ratio
- linear support vector machines
- supervised learning
- naive bayes
- linear svm
- logistic model
- logistic regression models
- breast cancer
- random sampling
- semi supervised learning
- labeled data
- random forests
- classification trees
- training examples
- text classification
- training set
- machine learning
- unlabeled data
- classification and regression trees
- belief nets
- learning algorithm